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Algorithm and Hardware Design of a Fast Intra Frame Mode Decision Module for H.264/AVC Encoders

机译:H.264 / AVC编码器快速帧内模式决策模块的算法和硬件设计

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In the rate-distortion optimization (RDO), the process of choosing the best prediction mode is performed through exhaustive executions of the whole encoding process, increasing significantly the encoder computational complexity. Considering H.264/AVC intra frame prediction, there are several modes to encode a macroblock (MB). This work proposes an algorithm and the hardware design for a fast intra frame mode decision module for H.264/AVC encoders. The application of the proposed algorithm reduces in more than 10 times the number of encoding iterations for choosing the best intramode when compared with RDO-based decision. The architecture was synthesized to FPGA and achieved an operation frequency of 98 MHz processing more than 300 HD1080p frames per second. With this approach, we achieved one order-of-magnitude performance improvement compared with RDO-based approaches, which is very important not only from the performance but also from the energy consumption perspective for battery-operated devices. In order to compare the architecture with previously published works, we also synthesized it to standard cells. Compared with the best previous results reported, the implemented architecture achieves a complexity reduction of five times, a processing capability increase of 14 times, and a reduction in the number of clock cycles per MB of 11 times.
机译:在速率失真优化(RDO)中,通过穷举执行整个编码过程来执行选择最佳预测模式的过程,从而显着增加了编码器的计算复杂度。考虑到H.264 / AVC帧内预测,​​存在几种编码宏块(MB)的模式。这项工作提出了一种用于H.264 / AVC编码器的快速帧内模式决策模块的算法和硬件设计。与基于RDO的决策相比,该算法的应用将选择最佳帧内模式的编码迭代次数减少了10倍以上。该架构已综合到FPGA中,并达到98 MHz的工作频率,每秒处理300 HD1080p帧以上。与基于RDO的方法相比,通过这种方法,我们实现了一个数量级的性能改进,这不仅对于电池供电设备的性能而言,而且从能耗角度而言都是非常重要的。为了将架构与以前发表的作品进行比较,我们还将其合成为标准单元。与先前报告的最佳结果相比,该实现的体系结构实现了5倍的复杂度降低,14倍的处理能力提高以及11 MB的时钟周期数减少。

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